One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
May 7, 2022 –
May 13, 2022
Microsoft at ICASSP 2022
Singapore Time (UTC +8)
Location: Hybrid | Singapore
Publications
Publications by Year
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Personalized Speech Enhancement: New Models and Comprehensive Evaluation
Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
A Configurable Multilingual Model is All You Need to Recognize All Languages
Long Zhou, Jinyu Li, Eric Sun, Shujie Liu
ICASSP 2022 | May 2022
Continuous Streaming Multi-Talker ASR with Dual-path Transducers
Desh Raj, Liang Lu, Zhuo Chen, Yashesh Gaur, Jinyu Li
ICASSP 2022 | May 2022
Endpoint Detection for Streaming End-to-End Multi-talker ASR
Liang Lu, Jinyu Li, Yifan Gong
ICASSP 2022 | May 2022
Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition
Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong
ICASSP 2022 | May 2022
Self-Supervised Learning for speech recognition with Intermediate layer supervision
Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang
ICASSP 2022 | May 2022
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu
ICASSP 2022 | May 2022
Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition
Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu
ICASSP 2022 | May 2022
All-Neural Beamformer for Continuous Speech Separation
Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
ICASSP 2022 | May 2022
Continuous Speech Separation with Recurrent Selective Attention Network
Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
ICASSP 2021 | May 2022
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
ICASSP 2022 | May 2022
Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses
Viet Anh Trinh, Sebastian Braun
ICASSP 2022 | May 2022
VarArray: Array-Geometry-Agnostic Continuous Speech Separation
Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
ICASSP 2022 | May 2022
A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Bahareh Tolooshams, Kazuhito Koishida
ICASSP 2022 | April 2022
MetricBERT: Text Representation Learning via Self-Supervised Triplet Training
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
ICASSP 2022 | April 2022
Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features
Trung Dang, Dung Tran, Peter Chin, Kazuhito Koishida
ICASSP 2022 | April 2022
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Transformer-S2A: Robust and Efficient Speech-to-Animation
Liyang Chen, Zhiyong Wu, Jun Ling, Runnan Li, Xu Tan, Sheng Zhao
ICASSP 2022 | November 2021
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
ICASSP 2022 | October 2021
An Approach to Mispronunciation Detection and Diagnosis with Acoustic, Phonetic and Linguistic (APL) Embeddings
Wenxuan Ye, Shaoguang Mao, Frank Soong, Wenshan Wu, Yan Xia, Jonathan Tien, Zhiyong Wu
ICASSP 2022 | October 2021
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng
ICASSP 2022 | October 2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
ICASSP 2022 | October 2021
Multi-View Self-Attention Based Transformer for Speaker Recognition
Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang
ICASSP 2022 | October 2021
A study on the efficacy of model pre-training in developing neural text-to-speech system
Guangyan Zhang, Yichong Leng, Daxin Tan, Ying Qin, Kaitao Song, Xu Tan, Sheng Zhao, Tan Lee
ICASSP 2022 | October 2021
Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation
Fengpeng Yue, Yan Deng, Lei He, Tom Ko
ICASSP 2022 | April 2021
Publications by Research Area
-
One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
Personalized Speech Enhancement: New Models and Comprehensive Evaluation
Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition
Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong
ICASSP 2022 | May 2022
Continuous Streaming Multi-Talker ASR with Dual-path Transducers
Desh Raj, Liang Lu, Zhuo Chen, Yashesh Gaur, Jinyu Li
ICASSP 2022 | May 2022
Endpoint Detection for Streaming End-to-End Multi-talker ASR
Liang Lu, Jinyu Li, Yifan Gong
ICASSP 2022 | May 2022
Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition
Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu
ICASSP 2022 | May 2022
Self-Supervised Learning for speech recognition with Intermediate layer supervision
Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang
ICASSP 2022 | May 2022
A Configurable Multilingual Model is All You Need to Recognize All Languages
Long Zhou, Jinyu Li, Eric Sun, Shujie Liu
ICASSP 2022 | May 2022
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu
ICASSP 2022 | May 2022
Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses
Viet Anh Trinh, Sebastian Braun
ICASSP 2022 | May 2022
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
ICASSP 2022 | May 2022
Continuous Speech Separation with Recurrent Selective Attention Network
Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
ICASSP 2021 | May 2022
VarArray: Array-Geometry-Agnostic Continuous Speech Separation
Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
ICASSP 2022 | May 2022
All-Neural Beamformer for Continuous Speech Separation
Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
ICASSP 2022 | May 2022
MetricBERT: Text Representation Learning via Self-Supervised Triplet Training
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
ICASSP 2022 | April 2022
A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Bahareh Tolooshams, Kazuhito Koishida
ICASSP 2022 | April 2022
Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features
Trung Dang, Dung Tran, Peter Chin, Kazuhito Koishida
ICASSP 2022 | April 2022
Transformer-S2A: Robust and Efficient Speech-to-Animation
Liyang Chen, Zhiyong Wu, Jun Ling, Runnan Li, Xu Tan, Sheng Zhao
ICASSP 2022 | November 2021
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
ICASSP 2022 | October 2021
An Approach to Mispronunciation Detection and Diagnosis with Acoustic, Phonetic and Linguistic (APL) Embeddings
Wenxuan Ye, Shaoguang Mao, Frank Soong, Wenshan Wu, Yan Xia, Jonathan Tien, Zhiyong Wu
ICASSP 2022 | October 2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
ICASSP 2022 | October 2021
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng
ICASSP 2022 | October 2021
Multi-View Self-Attention Based Transformer for Speaker Recognition
Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang
ICASSP 2022 | October 2021
A study on the efficacy of model pre-training in developing neural text-to-speech system
Guangyan Zhang, Yichong Leng, Daxin Tan, Ying Qin, Kaitao Song, Xu Tan, Sheng Zhao, Tan Lee
ICASSP 2022 | October 2021
Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation
Fengpeng Yue, Yan Deng, Lei He, Tom Ko
ICASSP 2022 | April 2021
-
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
ICASSP 2022 | May 2022
Continuous Speech Separation with Recurrent Selective Attention Network
Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
ICASSP 2021 | May 2022
VarArray: Array-Geometry-Agnostic Continuous Speech Separation
Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
ICASSP 2022 | May 2022
All-Neural Beamformer for Continuous Speech Separation
Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
ICASSP 2022 | May 2022
-
One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
Personalized Speech Enhancement: New Models and Comprehensive Evaluation
Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
Publications by Type
-
One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
Personalized Speech Enhancement: New Models and Comprehensive Evaluation
Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
ICASSP 2022 | May 2022
Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition
Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong
ICASSP 2022 | May 2022
Continuous Streaming Multi-Talker ASR with Dual-path Transducers
Desh Raj, Liang Lu, Zhuo Chen, Yashesh Gaur, Jinyu Li
ICASSP 2022 | May 2022
Endpoint Detection for Streaming End-to-End Multi-talker ASR
Liang Lu, Jinyu Li, Yifan Gong
ICASSP 2022 | May 2022
Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition
Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu
ICASSP 2022 | May 2022
Self-Supervised Learning for speech recognition with Intermediate layer supervision
Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang
ICASSP 2022 | May 2022
A Configurable Multilingual Model is All You Need to Recognize All Languages
Long Zhou, Jinyu Li, Eric Sun, Shujie Liu
ICASSP 2022 | May 2022
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu
ICASSP 2022 | May 2022
Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses
Viet Anh Trinh, Sebastian Braun
ICASSP 2022 | May 2022
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
ICASSP 2022 | May 2022
Continuous Speech Separation with Recurrent Selective Attention Network
Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
ICASSP 2021 | May 2022
VarArray: Array-Geometry-Agnostic Continuous Speech Separation
Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
ICASSP 2022 | May 2022
All-Neural Beamformer for Continuous Speech Separation
Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
ICASSP 2022 | May 2022
MetricBERT: Text Representation Learning via Self-Supervised Triplet Training
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
ICASSP 2022 | April 2022
A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Bahareh Tolooshams, Kazuhito Koishida
ICASSP 2022 | April 2022
Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features
Trung Dang, Dung Tran, Peter Chin, Kazuhito Koishida
ICASSP 2022 | April 2022
Transformer-S2A: Robust and Efficient Speech-to-Animation
Liyang Chen, Zhiyong Wu, Jun Ling, Runnan Li, Xu Tan, Sheng Zhao
ICASSP 2022 | November 2021
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
ICASSP 2022 | October 2021
An Approach to Mispronunciation Detection and Diagnosis with Acoustic, Phonetic and Linguistic (APL) Embeddings
Wenxuan Ye, Shaoguang Mao, Frank Soong, Wenshan Wu, Yan Xia, Jonathan Tien, Zhiyong Wu
ICASSP 2022 | October 2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao
ICASSP 2022 | October 2021
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng
ICASSP 2022 | October 2021
Multi-View Self-Attention Based Transformer for Speaker Recognition
Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang
ICASSP 2022 | October 2021
A study on the efficacy of model pre-training in developing neural text-to-speech system
Guangyan Zhang, Yichong Leng, Daxin Tan, Ying Qin, Kaitao Song, Xu Tan, Sheng Zhao, Tan Lee
ICASSP 2022 | October 2021
Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation
Fengpeng Yue, Yan Deng, Lei He, Tom Ko
ICASSP 2022 | April 2021